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rayanino

Community

@rayanino

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7Public Repos
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14Published Skills

Agent Skills by rayanino

Showing 14 vetted skills indexed across 1 GitHub repositories.

rayaninorayanino

consensus-pattern

Run concurrent LLM inferences across providers to require multi-model agreement on content judgments.

Community
Advanced
rayaninorayanino

scholarly-design

Challenge KR design decisions for scholarly value and transformative potential.

Community
Advanced
rayaninorayanino

arabic-text

Handle Arabic scholarly text with UTF-8 encoding and diacritic preservation.

Community
Intermediate
rayaninorayanino

knowledge-safety

Audit code and design against seven knowledge integrity threats for Arabic text.

Community
Advanced
rayaninorayanino

domain-glossary

Maps Islamic terms to metadata for accurate NLP interpretation.

Community
Basic
rayaninorayanino

technology-survey

Survey and evaluate tools, libraries, and techniques for KR capabilities.

Community
Intermediate
rayaninorayanino

spec-examples

Generate concrete input/output examples for SPEC behavioral rules using Arabic text.

Community
Intermediate
rayaninorayanino

evaluation-methodology

Evaluates book pipeline results using corrected methodology with standardized rules.

Community
Advanced
rayaninorayanino

kr-build-prep

Survey technologies and define the Claude Code environment for implementation.

Community
Intermediate
rayaninorayanino

kr-evaluate

Categorize engine test results into core gaps, extension opportunities, and lessons learned.

Community
Advanced
rayaninorayanino

kr-core-extract

Classify KR engine SPEC components into core and deferred features.

Community
Intermediate
rayaninorayanino

kr-integrity

Audit KR engine specifications for technical defects and implementation readiness.

Community
Advanced
rayaninorayanino

kr-research

Maps problem spaces and validates KR engine design assumptions through multi-approach research and testing on Arabic text fixtures.

Community
Advanced
rayaninorayanino

kr-spec-review

Investigate owner comments on KR engine SPEC core architecture and propose evidence-based changes.

Community
Advanced